提交 2871746e 编写于 作者: J Jiawei Wang 提交者: GitHub

Update README.md

上级 300bad5e
## CTR预测服务 ## CTR Prediction Service
### 获取样例数据 ([简体中文](./README_CN.md)|English)
### download criteo dataset
``` ```
sh get_data.sh sh get_data.sh
``` ```
### 保存模型和配置文件 ### download inference model
``` ```
python local_train.py wget https://paddle-serving.bj.bcebos.com/criteo_ctr_example/criteo_ctr_demo_model.tar.gz
tar xf criteo_ctr_demo_model.tar.gz
mv models/ctr_client_conf .
mv models/ctr_serving_model .
``` ```
执行脚本后会在当前目录生成serving_server_model和serving_client_config文件夹。 the directories like serving_server_model and serving_client_config will appear.
### 启动RPC预测服务 ### Start RPC Inference Service
``` ```
python -m paddle_serving_server.serve --model ctr_serving_model/ --port 9292 #启动CPU预测服务 python -m paddle_serving_server.serve --model ctr_serving_model/ --port 9292 #CPU RPC Service
python -m paddle_serving_server_gpu.serve --model ctr_serving_model/ --port 9292 --gpu_ids 0 #在GPU 0上启动预测服务 python -m paddle_serving_server_gpu.serve --model ctr_serving_model/ --port 9292 --gpu_ids 0 #RPC Service on GPU 0
``` ```
### 执行预测 ### RPC Infer
``` ```
python test_client.py ctr_client_conf/serving_client_conf.prototxt raw_data/ python test_client.py ctr_client_conf/serving_client_conf.prototxt raw_data/
``` ```
预测完毕会输出预测过程的耗时。 the latency will display in the end.
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